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personamanagmentlayer/pcl

Persona Control Language (PCL)

104 skills

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This skill helps you design robust SQL schemas, optimize queries, and administer databases across PostgreSQL, MySQL, and SQL Server efficiently.

gcp-expert

personamanagmentlayer/pcl

This skill provides expert guidance on Google Cloud Platform services and architecture to design scalable, cost-efficient cloud solutions.

python-expert

personamanagmentlayer/pcl

This skill helps you write modern Python 3.12+ code with async, typing, and pattern matching for robust, scalable applications.

data-science-expert

personamanagmentlayer/pcl

This skill provides expert data science guidance across analysis, modeling, and visualization to accelerate insights and decision making.

fastapi-expert

personamanagmentlayer/pcl

This skill guides building high-performance FastAPI APIs with type safety, async support, and robust authentication and documentation.

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kafka-expert

personamanagmentlayer/pcl

This skill helps you design, implement, and optimize Apache Kafka architectures and event-driven streams for reliable messaging.

looker-expert

personamanagmentlayer/pcl

This skill helps you design maintainable Looker models and dashboards using LookML PDTs and advanced explores for self-service analytics.

ansible-expert

personamanagmentlayer/pcl

This skill guides you through expert Ansible practices for configuring, deploying, and automating systems with declarative YAML playbooks.

docker-expert

personamanagmentlayer/pcl

This skill helps you optimize Docker images, security, and orchestration with best practices for multi-stage builds, health checks, and scalable deployments.

istio-expert

personamanagmentlayer/pcl

This skill helps you design, deploy, and optimize Istio service mesh for secure, observable, and high-performance Kubernetes microservices.

performance-expert

personamanagmentlayer/pcl

This skill provides expert guidance on profiling, benchmarking, and tuning for fast, scalable applications across frontend, backend, and databases.

energy-expert

personamanagmentlayer/pcl

This skill provides expert guidance on energy systems, smart grids, and renewable integration to optimize grid reliability and efficiency.

finance-expert

personamanagmentlayer/pcl

This skill offers expert guidance for building secure, compliant, high-availability financial systems, payments, and Open Banking integrations.

healthcare

personamanagmentlayer/pcl

This skill provides expert guidance on healthcare IT, HIPAA compliance, and health data standards to optimize compliance and interoperability.

accountant-expert

personamanagmentlayer/pcl

This skill provides expert accounting guidance for GAAP, IFRS, financial reporting, and tax compliance to improve accuracy and compliance.

finops-expert

personamanagmentlayer/pcl

This skill provides expert guidance on cloud financial operations, cost optimization, and budgeting to reduce spend and improve utilization.

biological-expert

personamanagmentlayer/pcl

This skill provides expert biology guidance across genomics, bioinformatics, and computational biology to accelerate research design and analysis.

standards-expert

personamanagmentlayer/pcl

This skill provides expert guidance on ISO standards, quality management, compliance, and certification processes to help organizations achieve certification

codeql-expert

personamanagmentlayer/pcl

This skill helps you master CodeQL for static analysis, custom query development, and CI/CD integration to detect vulnerabilities and enforce security

security-expert

personamanagmentlayer/pcl

This skill provides expert guidance on application security, OWASP Top 10, and secure design to help you build resilient software.

testing-expert

personamanagmentlayer/pcl

This skill helps you design and validate robust test suites across unit, integration, and end-to-end levels to prevent regressions.

grpc-expert

personamanagmentlayer/pcl

This skill provides expert guidance on gRPC, protobuf, and streaming patterns to design robust microservices communication.

postgresql-expert

personamanagmentlayer/pcl

This skill helps optimize PostgreSQL performance, explain complex queries, design indexes, manage replication, and ensure reliable production databases.

blockchain-expert

personamanagmentlayer/pcl

This skill provides expert guidance on blockchain, smart contracts, DeFi, and Web3 development to accelerate secure, scalable implementations.

telecommunications-expert

personamanagmentlayer/pcl

This skill provides expert guidance on telecom systems, 5G, SDN/NFV, and network management to optimize operations and billing.

dart-expert

personamanagmentlayer/pcl

This skill delivers expert Dart and Flutter guidance for building robust mobile and cross-platform apps with best practices.

r-expert

personamanagmentlayer/pcl

This skill helps you master R programming, statistics, and visualization to accelerate data science projects.

ai-engineer-expert

personamanagmentlayer/pcl

This skill guides you in implementing end-to-end AI systems, from LLM integration to production deployment and monitoring.

snowflake-expert

personamanagmentlayer/pcl

This skill helps you design, optimize, and manage Snowflake architectures, warehouses, sharing, and streams for scalable, cost-efficient data warehouses.

quantum-expert

personamanagmentlayer/pcl

This skill provides expert guidance on quantum computing, Qiskit programming, and quantum algorithms to help users design, simulate, and optimize quantum

ai-architect-expert

personamanagmentlayer/pcl

This skill provides expert AI system design guidance for end-to-end ML platforms, from model registries to scalable training pipelines and observability.

api-design-expert

personamanagmentlayer/pcl

This skill provides expert guidance on API design, REST, GraphQL, versioning, and best practices to build scalable, secure APIs.

graphql-expert

personamanagmentlayer/pcl

This skill guides you in designing and implementing robust GraphQL APIs with schema design, resolvers, subscriptions, and performance best practices.

microservices-expert

personamanagmentlayer/pcl

This skill guides scalable microservices design with patterns, service mesh, and distributed transactions to improve resilience and agility.

openapi-expert

personamanagmentlayer/pcl

This skill provides expert guidance on OpenAPI specifications for designing robust, documented, and code-friendly REST APIs.

aws-expert

personamanagmentlayer/pcl

This skill guides you to design, deploy, and optimize scalable AWS architectures with best practices for security, cost and reliability.

azure-expert

personamanagmentlayer/pcl

This skill provides expert guidance on Microsoft Azure services, architecture, and best practices for deploying scalable cloud solutions.

cloudflare-expert

personamanagmentlayer/pcl

This skill provides expert guidance on Cloudflare Workers, edge computing, and security services to optimize performance and protect applications.

data-mesh-expert

personamanagmentlayer/pcl

This skill helps you design and implement data mesh architectures for domain-owned data products with federated governance and self-serve platforms.

databricks-expert

personamanagmentlayer/pcl

This skill helps you design and optimize Databricks data and ML pipelines with Delta Lake, Spark, and MLflow for scalable lakehouse workloads.

mongodb-expert

personamanagmentlayer/pcl

This skill helps you design and optimize MongoDB schemas, indexes, and pipelines for scalable, production-ready databases.

redis-expert

personamanagmentlayer/pcl

This skill provides expert guidance on Redis for caching, pub/sub, data structures, and high-performance applications.

cicd-expert

personamanagmentlayer/pcl

This skill guides you through expert CI/CD practices with GitHub Actions, Jenkins, deployment strategies, and automation to streamline releases.

design-expert

personamanagmentlayer/pcl

This skill provides expert system design guidance on architecture patterns, scalability, and distributed systems to optimize solutions.

argocd-expert

personamanagmentlayer/pcl

This skill helps you manage ArgoCD deployments and GitOps workflows, optimizing synchronization, RBAC, and multi-cluster delivery across environments.

devops-expert

personamanagmentlayer/pcl

This skill provides expert DevOps guidance on automation, CI/CD pipelines, and infrastructure for faster, reliable deployments.

kubernetes-expert

personamanagmentlayer/pcl

This skill helps you design, deploy, and operate production-grade Kubernetes clusters with best practices for security, networking, and reliability.

helm-expert

personamanagmentlayer/pcl

This skill helps you develop and deploy production-grade Helm charts by applying best practices for templating, packaging, and Kubernetes deployment.

linkerd-expert

personamanagmentlayer/pcl

This skill helps you manage Linkerd service mesh traffic, reliability, and observability with best-practice configurations for production deployments.

nginx-expert

personamanagmentlayer/pcl

This skill helps you configure and optimize Nginx deployments for high performance, security, and reliable reverse proxy setups.

prometheus-expert

personamanagmentlayer/pcl

This skill provides expert Prometheus monitoring guidance, configuring PromQL, alerts, and Kubernetes observability to improve reliability and performance.

sre-expert

personamanagmentlayer/pcl

This skill provides expert guidance on SLOs, incident management, and reliability practices to improve site reliability and operational excellence.

automotive-expert

personamanagmentlayer/pcl

This skill provides expert guidance on automotive systems, telematics, ADAS, and fleet software to optimize performance and safety.

education

personamanagmentlayer/pcl

This skill provides expert guidance on education technology, LMS, and assessment tooling to optimize learning outcomes and platform effectiveness.

insurance-expert

personamanagmentlayer/pcl

This skill provides expert guidance on insurance systems, underwriting, claims, and risk analytics to streamline policies and prevent fraud.

iot-expert

personamanagmentlayer/pcl

This skill provides expert guidance on IoT systems, edge computing, and protocols to design secure, scalable, and maintainable deployments.

logistics

personamanagmentlayer/pcl

This skill helps optimize supply chains and warehouse operations with advanced routing, inventory management, and fleet planning guidance.

maritime-expert

personamanagmentlayer/pcl

This skill provides expert guidance on vessel tracking, port operations, and maritime logistics to optimize safety, efficiency, and compliance.

real-estate-expert

personamanagmentlayer/pcl

This skill provides expert guidance on real estate systems, MLS integration, PMS, CRM, virtual tours, and market analysis to optimize operations.

media-expert

personamanagmentlayer/pcl

This skill provides expert guidance on media production, streaming, and asset management to optimize workflows and ensure high-quality delivery.

stockbreeder

personamanagmentlayer/pcl

This skill guides livestock management and breeding planning with data-driven insights to improve health, productivity, and ranch efficiency.

django-expert

personamanagmentlayer/pcl

This skill provides expert Django guidance to build robust web apps with ORM, admin, authentication, and REST capabilities.

flask-expert

personamanagmentlayer/pcl

This skill helps you design and deploy Flask REST APIs with best practices, security, testing, and scalable architecture.

react-expert

personamanagmentlayer/pcl

This skill helps you build modern React apps with hooks, state management, and performance patterns for maintainable code.

spring-boot-expert

personamanagmentlayer/pcl

This skill provides expert Spring Boot guidance for building REST APIs and microservices with secure, scalable patterns.

csharp-expert

personamanagmentlayer/pcl

This skill helps you write modern, high-performance C# with .NET 8+, ASP.NET Core, and clean architecture patterns.

go-expert

personamanagmentlayer/pcl

This skill helps you master modern Go development with Go 1.22+ features, concurrency, and production-grade patterns.

java-expert

personamanagmentlayer/pcl

This skill helps you develop modern Java applications with Java 21+, Spring Boot, and enterprise best practices for clean, scalable code.

kotlin-expert

personamanagmentlayer/pcl

This skill helps you master Kotlin development for Android and multiplatform projects, improving productivity with coroutines, Jetpack Compose, and clean

nodejs-expert

personamanagmentlayer/pcl

This skill provides expert Node.js backend guidance, optimizing async patterns, streams, and Express deployments for scalable production-ready apps.

ruby-expert

personamanagmentlayer/pcl

This skill provides expert guidance on Ruby 3+ features, Rails best practices, testing with RSpec, and modern development patterns.

rust-expert

personamanagmentlayer/pcl

This skill provides expert Rust guidance on ownership, lifetimes, async patterns, and production-grade practices to write safe and fast code.

scala-expert

personamanagmentlayer/pcl

This skill offers expert Scala guidance for functional programming, Akka, and reactive systems to build robust, scalable applications.

swift-expert

personamanagmentlayer/pcl

This skill provides expert guidance on modern Swift development with SwiftUI, Combine, and async/await to build robust iOS/macOS apps.

banking-expert

personamanagmentlayer/pcl

This skill helps you design and review banking systems, ensuring regulatory compliance and secure payment processing across core platforms.

qa-expert

personamanagmentlayer/pcl

This skill guides comprehensive quality assurance, testing strategies, automation, and defect management to improve software reliability and release confidence.

research-expert

personamanagmentlayer/pcl

This skill helps researchers design robust studies, perform rigorous analyses, and craft scholarly writings with clear methodology and credible results.

audit-expert

personamanagmentlayer/pcl

This skill provides expert security auditing, compliance assessments, and code reviews to identify vulnerabilities and ensure regulatory alignment across

code-review-expert

personamanagmentlayer/pcl

This skill performs expert code reviews for quality, security, performance, and maintainability, delivering actionable feedback to improve code and practices.

git-expert

personamanagmentlayer/pcl

This skill helps teams master Git with advanced workflows, branching strategies, and best practices for efficient collaboration.

ml-expert

personamanagmentlayer/pcl

This skill provides expert guidance on machine learning, deep learning, and MLOps to streamline model development and deployment.

powerbi-expert

personamanagmentlayer/pcl

This skill helps you design performant Power BI models and reports by applying expert DAX, M, and data modeling practices.

grafana-expert

personamanagmentlayer/pcl

This skill helps you design and optimize Grafana dashboards, data sources, and alerts for reliable observability and production operations.

terraform-expert

personamanagmentlayer/pcl

This skill helps you design and manage scalable Terraform infrastructure with modules, state discipline, and production-ready best practices.

aerospace-expert

personamanagmentlayer/pcl

This skill provides expert guidance on aerospace systems, flight management, and safety to optimize operations and compliance.

manufacturing-expert

personamanagmentlayer/pcl

This skill provides expert guidance on Industry 4.0 manufacturing, MES, quality control, and smart factory strategies to optimize operations.

cpp-expert

personamanagmentlayer/pcl

This skill helps you master modern C++20/23 features, memory management, and high-performance patterns across templates, ranges, and concurrency.

elixir-expert

personamanagmentlayer/pcl

This skill provides expert Elixir guidance for building concurrent, fault-tolerant systems with OTP, Phoenix, and Ecto patterns.

javascript-expert

personamanagmentlayer/pcl

This skill helps you master modern JavaScript, Node.js, and tooling to write fast, maintainable code with ES2024+ features.

pcl-expert

personamanagmentlayer/pcl

This skill provides expert guidance on Persona Control Language design, compiler architecture, and runtime systems to optimize PCL ecosystems.

php-expert

personamanagmentlayer/pcl

This skill delivers expert PHP development guidance for PHP 8+ and Laravel to improve code quality, architecture, and performance.

typescript-expert

personamanagmentlayer/pcl

This skill empowers you to master TypeScript 5+ with advanced types, modern tooling, and strict, safe code across projects.

skill-creator-expert

personamanagmentlayer/pcl

This skill helps you design, implement, and validate high quality PCL skills through domain analysis, architecture patterns, and comprehensive validation.

airflow-expert

personamanagmentlayer/pcl

This skill helps you design, orchestrate, and optimize complex Airflow pipelines with robust DAGs, sensors, XComs, and dynamic task generation.

dbt-expert

personamanagmentlayer/pcl

This skill helps you design, test, and document robust dbt pipelines with models, tests, and incremental logic for analytics.

elasticsearch-expert

personamanagmentlayer/pcl

This skill helps you optimize Elasticsearch search, indexing, and analytics with expert guidance on mappings, queries, and aggregations.

farming

personamanagmentlayer/pcl

This skill guides precision agriculture and farm management, enabling optimized crop monitoring, irrigation, rotation, and yield prediction through data-driven

retail-expert

personamanagmentlayer/pcl

This skill provides expert guidance on retail systems, omnichannel strategies, and inventory optimization to streamline operations and boost sales.

trading-expert

personamanagmentlayer/pcl

This skill helps you design and test algorithmic trading strategies, optimize execution, and manage risk across markets with data-driven methods.

lawyer-expert

personamanagmentlayer/pcl

This skill provides expert guidance on legal systems, contracts, compliance, and legal tech to streamline drafting, governance, and risk management.

personamanagmentlayer/pcl

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